Task 7118222
| Name | ParityModified-1630357580-25224-1_0 |
| Workunit | 4821545 |
| Created | 4 Sep 2021, 9:51:12 UTC |
| Sent | 5 Sep 2021, 10:56:44 UTC |
| Report deadline | 12 Sep 2021, 10:56:44 UTC |
| Received | 10 Sep 2021, 22:04:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 40 min 40 sec |
| CPU time | 39 min 54 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311818 | val_loss: 0.03118 | Time: 1171.03 ms
[2021-09-11 06:54:40 main:574] : INFO : Epoch 1543 | loss: 0.0311813 | val_loss: 0.0311837 | Time: 1180.45 ms
[2021-09-11 06:54:41 main:574] : INFO : Epoch 1544 | loss: 0.0311849 | val_loss: 0.031181 | Time: 1171.37 ms
[2021-09-11 06:54:42 main:574] : INFO : Epoch 1545 | loss: 0.0311819 | val_loss: 0.0311817 | Time: 1164.55 ms
[2021-09-11 06:54:44 main:574] : INFO : Epoch 1546 | loss: 0.0311795 | val_loss: 0.0311809 | Time: 1180.02 ms
[2021-09-11 06:54:45 main:574] : INFO : Epoch 1547 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 1171.2 ms
[2021-09-11 06:54:46 main:574] : INFO : Epoch 1548 | loss: 0.0311831 | val_loss: 0.03118 | Time: 1173.38 ms
[2021-09-11 06:54:47 main:574] : INFO : Epoch 1549 | loss: 0.03118 | val_loss: 0.0311836 | Time: 1168.7 ms
[2021-09-11 06:54:48 main:574] : INFO : Epoch 1550 | loss: 0.0311799 | val_loss: 0.0311805 | Time: 1169.01 ms
[2021-09-11 06:54:49 main:574] : INFO : Epoch 1551 | loss: 0.0311797 | val_loss: 0.0311794 | Time: 1175.52 ms
[2021-09-11 06:54:51 main:574] : INFO : Epoch 1552 | loss: 0.0311795 | val_loss: 0.0311797 | Time: 1170.91 ms
[2021-09-11 06:54:52 main:574] : INFO : Epoch 1553 | loss: 0.0311994 | val_loss: 0.0311844 | Time: 1175.84 ms
[2021-09-11 06:54:53 main:574] : INFO : Epoch 1554 | loss: 0.0311865 | val_loss: 0.0311835 | Time: 1175.73 ms
[2021-09-11 06:54:54 main:574] : INFO : Epoch 1555 | loss: 0.0311823 | val_loss: 0.0311805 | Time: 1176.17 ms
[2021-09-11 06:54:55 main:574] : INFO : Epoch 1556 | loss: 0.0311814 | val_loss: 0.0311805 | Time: 1180.29 ms
[2021-09-11 06:54:57 main:574] : INFO : Epoch 1557 | loss: 0.0311829 | val_loss: 0.0311824 | Time: 1171.95 ms
[2021-09-11 06:54:58 main:574] : INFO : Epoch 1558 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 1175.25 ms
[2021-09-11 06:54:59 main:574] : INFO : Epoch 1559 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 1164.62 ms
[2021-09-11 06:55:00 main:574] : INFO : Epoch 1560 | loss: 0.031181 | val_loss: 0.0311809 | Time: 1175.64 ms
[2021-09-11 06:55:01 main:574] : INFO : Epoch 1561 | loss: 0.0311804 | val_loss: 0.0311802 | Time: 1181.11 ms
[2021-09-11 06:55:02 main:574] : INFO : Epoch 1562 | loss: 0.0311801 | val_loss: 0.0311813 | Time: 1180.75 ms
[2021-09-11 06:55:04 main:574] : INFO : Epoch 1563 | loss: 0.0311797 | val_loss: 0.0311799 | Time: 1179.1 ms
[2021-09-11 06:55:05 main:574] : INFO : Epoch 1564 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 1178.13 ms
[2021-09-11 06:55:06 main:574] : INFO : Epoch 1565 | loss: 0.0311795 | val_loss: 0.0311848 | Time: 1174.49 ms
[2021-09-11 06:55:07 main:574] : INFO : Epoch 1566 | loss: 0.0311799 | val_loss: 0.0311803 | Time: 1173.24 ms
[2021-09-11 06:55:08 main:574] : INFO : Epoch 1567 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1178.43 ms
[2021-09-11 06:55:10 main:574] : INFO : Epoch 1568 | loss: 0.0311793 | val_loss: 0.0311792 | Time: 1171.17 ms
[2021-09-11 06:55:11 main:574] : INFO : Epoch 1569 | loss: 0.031178 | val_loss: 0.0311793 | Time: 1175.9 ms
[2021-09-11 06:55:12 main:574] : INFO : Epoch 1570 | loss: 0.0311781 | val_loss: 0.0311792 | Time: 1173.45 ms
[2021-09-11 06:55:13 main:574] : INFO : Epoch 1571 | loss: 0.0311793 | val_loss: 0.0311849 | Time: 1174.5 ms
[2021-09-11 06:55:14 main:574] : INFO : Epoch 1572 | loss: 0.0311814 | val_loss: 0.0311797 | Time: 1170.2 ms
[2021-09-11 06:55:15 main:574] : INFO : Epoch 1573 | loss: 0.0311789 | val_loss: 0.0311825 | Time: 1165.84 ms
[2021-09-11 06:55:17 main:574] : INFO : Epoch 1574 | loss: 0.0311795 | val_loss: 0.0311798 | Time: 1175.39 ms
[2021-09-11 06:55:18 main:574] : INFO : Epoch 1575 | loss: 0.0311794 | val_loss: 0.0311849 | Time: 1180.4 ms
[2021-09-11 06:55:19 main:574] : INFO : Epoch 1576 | loss: 0.0311823 | val_loss: 0.0311852 | Time: 1175 ms
[2021-09-11 06:55:20 main:574] : INFO : Epoch 1577 | loss: 0.0311789 | val_loss: 0.0311806 | Time: 1170.6 ms
[2021-09-11 06:55:21 main:574] : INFO : Epoch 1578 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 1175.33 ms
[2021-09-11 06:55:22 main:574] : INFO : Epoch 1579 | loss: 0.0311784 | val_loss: 0.0311821 | Time: 1176.84 ms
[2021-09-11 06:55:24 main:574] : INFO : Epoch 1580 | loss: 0.031179 | val_loss: 0.0311742 | Time: 1177.67 ms
[2021-09-11 06:55:25 main:574] : INFO : Epoch 1581 | loss: 0.0311722 | val_loss: 0.0311692 | Time: 1180.93 ms
[2021-09-11 06:55:26 main:574] : INFO : Epoch 1582 | loss: 0.0311657 | val_loss: 0.0311671 | Time: 1174.94 ms
[2021-09-11 06:55:27 main:574] : INFO : Epoch 1583 | loss: 0.0311673 | val_loss: 0.0311671 | Time: 1173.78 ms
[2021-09-11 06:55:28 main:574] : INFO : Epoch 1584 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 1166.61 ms
[2021-09-11 06:55:30 main:574] : INFO : Epoch 1585 | loss: 0.0311626 | val_loss: 0.0311704 | Time: 1174.42 ms
[2021-09-11 06:55:31 main:574] : INFO : Epoch 1586 | loss: 0.0311629 | val_loss: 0.0311647 | Time: 1172.32 ms
[2021-09-11 06:55:32 main:574] : INFO : Epoch 1587 | loss: 0.0311617 | val_loss: 0.0311656 | Time: 1182.15 ms
[2021-09-11 06:55:33 main:574] : INFO : Epoch 1588 | loss: 0.0311618 | val_loss: 0.0311655 | Time: 1169.42 ms
[2021-09-11 06:55:34 main:574] : INFO : Epoch 1589 | loss: 0.0311612 | val_loss: 0.0311664 | Time: 1176.69 ms
[2021-09-11 06:55:35 main:574] : INFO : Epoch 1590 | loss: 0.0311606 | val_loss: 0.0311649 | Time: 1171.82 ms
[2021-09-11 06:55:37 main:574] : INFO : Epoch 1591 | loss: 0.0311604 | val_loss: 0.0311625 | Time: 1173.84 ms
[2021-09-11 06:55:38 main:574] : INFO : Epoch 1592 | loss: 0.0311621 | val_loss: 0.0311682 | Time: 1179.83 ms
[2021-09-11 06:55:39 main:574] : INFO : Epoch 1593 | loss: 0.0311598 | val_loss: 0.0311644 | Time: 1176.09 ms
[2021-09-11 06:55:40 main:574] : INFO : Epoch 1594 | loss: 0.0311593 | val_loss: 0.0311639 | Time: 1176.85 ms
[2021-09-11 06:55:41 main:574] : INFO : Epoch 1595 | loss: 0.0311584 | val_loss: 0.0311629 | Time: 1163.69 ms
[2021-09-11 06:55:43 main:574] : INFO : Epoch 1596 | loss: 0.031157 | val_loss: 0.0311619 | Time: 1179.66 ms
[2021-09-11 06:55:44 main:574] : INFO : Epoch 1597 | loss: 0.0311565 | val_loss: 0.0311676 | Time: 1179.78 ms
[2021-09-11 06:55:45 main:574] : INFO : Epoch 1598 | loss: 0.0311579 | val_loss: 0.0311619 | Time: 1170.04 ms
[2021-09-11 06:55:46 main:574] : INFO : Epoch 1599 | loss: 0.0311593 | val_loss: 0.0311629 | Time: 1176.74 ms
[2021-09-11 06:55:47 main:574] : INFO : Epoch 1600 | loss: 0.0311585 | val_loss: 0.031161 | Time: 1169.3 ms
[2021-09-11 06:55:48 main:574] : INFO : Epoch 1601 | loss: 0.0311586 | val_loss: 0.0311647 | Time: 1169.99 ms
[2021-09-11 06:55:50 main:574] : INFO : Epoch 1602 | loss: 0.0311571 | val_loss: 0.0311611 | Time: 1178.81 ms
[2021-09-11 06:55:51 main:574] : INFO : Epoch 1603 | loss: 0.0311566 | val_loss: 0.0311651 | Time: 1174.38 ms
[2021-09-11 06:55:52 main:574] : INFO : Epoch 1604 | loss: 0.0311578 | val_loss: 0.0311616 | Time: 1172.97 ms
[2021-09-11 06:55:53 main:574] : INFO : Epoch 1605 | loss: 0.0311581 | val_loss: 0.0311661 | Time: 1177.72 ms
[2021-09-11 06:55:54 main:574] : INFO : Epoch 1606 | loss: 0.031157 | val_loss: 0.0311629 | Time: 1183.49 ms
[2021-09-11 06:55:56 main:574] : INFO : Epoch 1607 | loss: 0.0311552 | val_loss: 0.0311606 | Time: 1174.25 ms
[2021-09-11 06:55:57 main:574] : INFO : Epoch 1608 | loss: 0.0311535 | val_loss: 0.0311591 | Time: 1165.48 ms
[2021-09-11 06:55:58 main:574] : INFO : Epoch 1609 | loss: 0.0311536 | val_loss: 0.0311653 | Time: 1176.89 ms
[2021-09-11 06:55:59 main:574] : INFO : Epoch 1610 | loss: 0.0311541 | val_loss: 0.0311615 | Time: 1174.62 ms
[2021-09-11 06:56:00 main:574] : INFO : Epoch 1611 | loss: 0.0311519 | val_loss: 0.0311602 | Time: 1178.7 ms
[2021-09-11 06:56:01 main:574] : INFO : Epoch 1612 | loss: 0.0311523 | val_loss: 0.0311598 | Time: 1176.31 ms
[2021-09-11 06:56:03 main:574] : INFO : Epoch 1613 | loss: 0.0311512 | val_loss: 0.0311587 | Time: 1179.09 ms
[2021-09-11 06:56:04 main:574] : INFO : Epoch 1614 | loss: 0.0311515 | val_loss: 0.0311584 | Time: 1185.15 ms
[2021-09-11 06:56:05 main:574] : INFO : Epoch 1615 | loss: 0.0311506 | val_loss: 0.0311582 | Time: 1195.83 ms
[2021-09-11 06:56:06 main:574] : INFO : Epoch 1616 | loss: 0.0311497 | val_loss: 0.0311575 | Time: 1173.87 ms
[2021-09-11 06:56:07 main:574] : INFO : Epoch 1617 | loss: 0.0311506 | val_loss: 0.0311575 | Time: 1175.85 ms
[2021-09-11 06:56:09 main:574] : INFO : Epoch 1618 | loss: 0.0311508 | val_loss: 0.0311604 | Time: 1187.38 ms
[2021-09-11 06:56:10 main:574] : INFO : Epoch 1619 | loss: 0.0311511 | val_loss: 0.0311578 | Time: 1170.68 ms
[2021-09-11 06:56:11 main:574] : INFO : Epoch 1620 | loss: 0.0311496 | val_loss: 0.0311598 | Time: 1172.65 ms
[2021-09-11 06:56:12 main:574] : INFO : Epoch 1621 | loss: 0.0311517 | val_loss: 0.0311591 | Time: 1176.12 ms
[2021-09-11 06:56:13 main:574] : INFO : Epoch 1622 | loss: 0.0311498 | val_loss: 0.0311587 | Time: 1180.59 ms
[2021-09-11 06:56:14 main:574] : INFO : Epoch 1623 | loss: 0.0311499 | val_loss: 0.0311614 | Time: 1178.03 ms
[2021-09-11 06:56:16 main:574] : INFO : Epoch 1624 | loss: 0.0311502 | val_loss: 0.0311612 | Time: 1181.59 ms
[2021-09-11 06:56:17 main:574] : INFO : Epoch 1625 | loss: 0.0311495 | val_loss: 0.0311564 | Time: 1179.56 ms
[2021-09-11 06:56:18 main:574] : INFO : Epoch 1626 | loss: 0.03115 | val_loss: 0.0311551 | Time: 1170.38 ms
[2021-09-11 06:56:19 main:574] : INFO : Epoch 1627 | loss: 0.0311497 | val_loss: 0.0311582 | Time: 1170.27 ms
[2021-09-11 06:56:20 main:574] : INFO : Epoch 1628 | loss: 0.0311499 | val_loss: 0.0311597 | Time: 1171.73 ms
[2021-09-11 06:56:22 main:574] : INFO : Epoch 1629 | loss: 0.0311475 | val_loss: 0.0311579 | Time: 1164.07 ms
[2021-09-11 06:56:23 main:574] : INFO : Epoch 1630 | loss: 0.0311461 | val_loss: 0.0311582 | Time: 1181.09 ms
[2021-09-11 06:56:24 main:574] : INFO : Epoch 1631 | loss: 0.0311465 | val_loss: 0.0311578 | Time: 1174.21 ms
[2021-09-11 06:56:25 main:574] : INFO : Epoch 1632 | loss: 0.0311467 | val_loss: 0.031156 | Time: 1179.64 ms
[2021-09-11 06:56:26 main:574] : INFO : Epoch 1633 | loss: 0.031146 | val_loss: 0.0311588 | Time: 1183.33 ms
[2021-09-11 06:56:27 main:574] : INFO : Epoch 1634 | loss: 0.0311457 | val_loss: 0.0311579 | Time: 1181.58 ms
[2021-09-11 06:56:29 main:574] : INFO : Epoch 1635 | loss: 0.0311517 | val_loss: 0.0311595 | Time: 1191.4 ms
[2021-09-11 06:56:30 main:574] : INFO : Epoch 1636 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 1185.07 ms
[2021-09-11 06:56:31 main:574] : INFO : Epoch 1637 | loss: 0.0311455 | val_loss: 0.0311623 | Time: 1182.22 ms
[2021-09-11 06:56:32 main:574] : INFO : Epoch 1638 | loss: 0.031145 | val_loss: 0.0311573 | Time: 1174.92 ms
[2021-09-11 06:56:33 main:574] : INFO : Epoch 1639 | loss: 0.031145 | val_loss: 0.0311567 | Time: 1171.71 ms
[2021-09-11 06:56:35 main:574] : INFO : Epoch 1640 | loss: 0.0311458 | val_loss: 0.0311558 | Time: 1171.18 ms
[2021-09-11 06:56:36 main:574] : INFO : Epoch 1641 | loss: 0.0311445 | val_loss: 0.0311578 | Time: 1183.11 ms
[2021-09-11 06:56:37 main:574] : INFO : Epoch 1642 | loss: 0.0311469 | val_loss: 0.0311576 | Time: 1192.57 ms
[2021-09-11 06:56:38 main:574] : INFO : Epoch 1643 | loss: 0.0311462 | val_loss: 0.0311574 | Time: 1176.94 ms
[2021-09-11 06:56:39 main:574] : INFO : Epoch 1644 | loss: 0.0311462 | val_loss: 0.0311585 | Time: 1182.02 ms
[2021-09-11 06:56:41 main:574] : INFO : Epoch 1645 | loss: 0.031146 | val_loss: 0.0311614 | Time: 1177.76 ms
[2021-09-11 06:56:42 main:574] : INFO : Epoch 1646 | loss: 0.0311525 | val_loss: 0.0311676 | Time: 1170.63 ms
[2021-09-11 06:56:43 main:574] : INFO : Epoch 1647 | loss: 0.031151 | val_loss: 0.0311612 | Time: 1173.63 ms
[2021-09-11 06:56:44 main:574] : INFO : Epoch 1648 | loss: 0.0311498 | val_loss: 0.0311613 | Time: 1170.4 ms
[2021-09-11 06:56:45 main:574] : INFO : Epoch 1649 | loss: 0.0311505 | val_loss: 0.0311569 | Time: 1176.55 ms
[2021-09-11 06:56:46 main:574] : INFO : Epoch 1650 | loss: 0.0311465 | val_loss: 0.0311556 | Time: 1167.17 ms
[2021-09-11 06:56:48 main:574] : INFO : Epoch 1651 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 1164.89 ms
[2021-09-11 06:56:49 main:574] : INFO : Epoch 1652 | loss: 0.0311465 | val_loss: 0.0311571 | Time: 1178.14 ms
[2021-09-11 06:56:50 main:574] : INFO : Epoch 1653 | loss: 0.0311454 | val_loss: 0.0311606 | Time: 1181.44 ms
[2021-09-11 06:56:51 main:574] : INFO : Epoch 1654 | loss: 0.0311461 | val_loss: 0.0311558 | Time: 1168.32 ms
[2021-09-11 06:56:52 main:574] : INFO : Epoch 1655 | loss: 0.0311523 | val_loss: 0.0311562 | Time: 1170.15 ms
[2021-09-11 06:56:53 main:574] : INFO : Epoch 1656 | loss: 0.0311508 | val_loss: 0.0311573 | Time: 1174.32 ms
[2021-09-11 06:56:55 main:574] : INFO : Epoch 1657 | loss: 0.0311521 | val_loss: 0.0311596 | Time: 1177.72 ms
[2021-09-11 06:56:56 main:574] : INFO : Epoch 1658 | loss: 0.0311487 | val_loss: 0.0311561 | Time: 1175.7 ms
[2021-09-11 06:56:57 main:574] : INFO : Epoch 1659 | loss: 0.0311461 | val_loss: 0.0311554 | Time: 1172.19 ms
[2021-09-11 06:56:58 main:574] : INFO : Epoch 1660 | loss: 0.0311456 | val_loss: 0.0311557 | Time: 1171.85 ms
[2021-09-11 06:56:59 main:574] : INFO : Epoch 1661 | loss: 0.0311443 | val_loss: 0.031155 | Time: 1174.83 ms
[2021-09-11 06:57:01 main:574] : INFO : Epoch 1662 | loss: 0.0311473 | val_loss: 0.0311573 | Time: 1179.42 ms
[2021-09-11 06:57:02 main:574] : INFO : Epoch 1663 | loss: 0.0311472 | val_loss: 0.0311564 | Time: 1176.81 ms
[2021-09-11 06:57:03 main:574] : INFO : Epoch 1664 | loss: 0.0311462 | val_loss: 0.0311576 | Time: 1182.46 ms
[2021-09-11 06:57:04 main:574] : INFO : Epoch 1665 | loss: 0.0311463 | val_loss: 0.0311569 | Time: 1183.57 ms
[2021-09-11 06:57:05 main:574] : INFO : Epoch 1666 | loss: 0.0311451 | val_loss: 0.0311615 | Time: 1186.42 ms
[2021-09-11 06:57:06 main:574] : INFO : Epoch 1667 | loss: 0.031145 | val_loss: 0.031158 | Time: 1185.23 ms
[2021-09-11 06:57:08 main:574] : INFO : Epoch 1668 | loss: 0.0311442 | val_loss: 0.0311562 | Time: 1174.19 ms
[2021-09-11 06:57:09 main:574] : INFO : Epoch 1669 | loss: 0.0311433 | val_loss: 0.031155 | Time: 1174.2 ms
[2021-09-11 06:57:10 main:574] : INFO : Epoch 1670 | loss: 0.0311447 | val_loss: 0.0311616 | Time: 1168.64 ms
[2021-09-11 06:57:11 main:574] : INFO : Epoch 1671 | loss: 0.0311456 | val_loss: 0.0311635 | Time: 1173.84 ms
[2021-09-11 06:57:12 main:574] : INFO : Epoch 1672 | loss: 0.0311496 | val_loss: 0.0311561 | Time: 1182.12 ms
[2021-09-11 06:57:14 main:574] : INFO : Epoch 1673 | loss: 0.0311434 | val_loss: 0.0311577 | Time: 1169.14 ms
[2021-09-11 06:57:15 main:574] : INFO : Epoch 1674 | loss: 0.031143 | val_loss: 0.0311557 | Time: 1172.92 ms
[2021-09-11 06:57:16 main:574] : INFO : Epoch 1675 | loss: 0.0311453 | val_loss: 0.0311562 | Time: 1191.08 ms
[2021-09-11 06:57:17 main:574] : INFO : Epoch 1676 | loss: 0.0311539 | val_loss: 0.03116 | Time: 1178.83 ms
[2021-09-11 06:57:18 main:574] : INFO : Epoch 1677 | loss: 0.0311577 | val_loss: 0.031167 | Time: 1180.91 ms
[2021-09-11 06:57:19 main:574] : INFO : Epoch 1678 | loss: 0.0311637 | val_loss: 0.0311633 | Time: 1168.35 ms
[2021-09-11 06:57:21 main:574] : INFO : Epoch 1679 | loss: 0.0311608 | val_loss: 0.0311623 | Time: 1175.27 ms
[2021-09-11 06:57:22 main:574] : INFO : Epoch 1680 | loss: 0.031158 | val_loss: 0.0311635 | Time: 1166.49 ms
[2021-09-11 06:57:23 main:574] : INFO : Epoch 1681 | loss: 0.0311576 | val_loss: 0.0311623 | Time: 1172.72 ms
[2021-09-11 06:57:24 main:574] : INFO : Epoch 1682 | loss: 0.0311577 | val_loss: 0.0311653 | Time: 1171.73 ms
[2021-09-11 06:57:25 main:574] : INFO : Epoch 1683 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1179.72 ms
[2021-09-11 06:57:27 main:574] : INFO : Epoch 1684 | loss: 0.0311545 | val_loss: 0.0311591 | Time: 1177.03 ms
[2021-09-11 06:57:28 main:574] : INFO : Epoch 1685 | loss: 0.0311515 | val_loss: 0.0311575 | Time: 1186.95 ms
[2021-09-11 06:57:29 main:574] : INFO : Epoch 1686 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 1174.6 ms
[2021-09-11 06:57:30 main:574] : INFO : Epoch 1687 | loss: 0.0311507 | val_loss: 0.0311578 | Time: 1181.77 ms
[2021-09-11 06:57:31 main:574] : INFO : Epoch 1688 | loss: 0.0311506 | val_loss: 0.0311685 | Time: 1168.24 ms
[2021-09-11 06:57:32 main:574] : INFO : Epoch 1689 | loss: 0.0311498 | val_loss: 0.0311562 | Time: 1174.7 ms
[2021-09-11 06:57:34 main:574] : INFO : Epoch 1690 | loss: 0.0311471 | val_loss: 0.031159 | Time: 1179.26 ms
[2021-09-11 06:57:35 main:574] : INFO : Epoch 1691 | loss: 0.0311463 | val_loss: 0.0311599 | Time: 1174.37 ms
[2021-09-11 06:57:36 main:574] : INFO : Epoch 1692 | loss: 0.031149 | val_loss: 0.0311583 | Time: 1172.31 ms
[2021-09-11 06:57:37 main:574] : INFO : Epoch 1693 | loss: 0.0311457 | val_loss: 0.0311567 | Time: 1180.88 ms
[2021-09-11 06:57:38 main:574] : INFO : Epoch 1694 | loss: 0.0311456 | val_loss: 0.0311566 | Time: 1171.29 ms
[2021-09-11 06:57:40 main:574] : INFO : Epoch 1695 | loss: 0.0311453 | val_loss: 0.0311558 | Time: 1174.91 ms
[2021-09-11 06:57:41 main:574] : INFO : Epoch 1696 | loss: 0.0311478 | val_loss: 0.0311585 | Time: 1175.55 ms
[2021-09-11 06:57:42 main:574] : INFO : Epoch 1697 | loss: 0.0311458 | val_loss: 0.0311587 | Time: 1176.39 ms
[2021-09-11 06:57:43 main:574] : INFO : Epoch 1698 | loss: 0.0311446 | val_loss: 0.0311577 | Time: 1173.93 ms
[2021-09-11 06:57:44 main:574] : INFO : Epoch 1699 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 1185.19 ms
[2021-09-11 06:57:45 main:574] : INFO : Epoch 1700 | loss: 0.0311438 | val_loss: 0.0311598 | Time: 1170.84 ms
[2021-09-11 06:57:47 main:574] : INFO : Epoch 1701 | loss: 0.0311433 | val_loss: 0.0311581 | Time: 1176 ms
[2021-09-11 06:57:48 main:574] : INFO : Epoch 1702 | loss: 0.0311432 | val_loss: 0.0311598 | Time: 1174.7 ms
[2021-09-11 06:57:49 main:574] : INFO : Epoch 1703 | loss: 0.0311429 | val_loss: 0.0311598 | Time: 1183.77 ms
[2021-09-11 06:57:50 main:574] : INFO : Epoch 1704 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 1175.25 ms
[2021-09-11 06:57:51 main:574] : INFO : Epoch 1705 | loss: 0.0311415 | val_loss: 0.0311623 | Time: 1170.43 ms
[2021-09-11 06:57:53 main:574] : INFO : Epoch 1706 | loss: 0.0311406 | val_loss: 0.0311607 | Time: 1169.68 ms
[2021-09-11 06:57:54 main:574] : INFO : Epoch 1707 | loss: 0.0311414 | val_loss: 0.0311622 | Time: 1167.72 ms
[2021-09-11 06:57:55 main:574] : INFO : Epoch 1708 | loss: 0.0311415 | val_loss: 0.0311596 | Time: 1173.8 ms
[2021-09-11 06:57:56 main:574] : INFO : Epoch 1709 | loss: 0.0311409 | val_loss: 0.0311677 | Time: 1184.75 ms
[2021-09-11 06:57:57 main:574] : INFO : Epoch 1710 | loss: 0.0311445 | val_loss: 0.0311613 | Time: 1174.85 ms
[2021-09-11 06:57:58 main:574] : INFO : Epoch 1711 | loss: 0.031144 | val_loss: 0.0311592 | Time: 1169.88 ms
[2021-09-11 06:58:00 main:574] : INFO : Epoch 1712 | loss: 0.0311407 | val_loss: 0.0311594 | Time: 1171.34 ms
[2021-09-11 06:58:01 main:574] : INFO : Epoch 1713 | loss: 0.0311404 | val_loss: 0.0311592 | Time: 1189.66 ms
[2021-09-11 06:58:02 main:574] : INFO : Epoch 1714 | loss: 0.031141 | val_loss: 0.0311582 | Time: 1181.09 ms
[2021-09-11 06:58:03 main:574] : INFO : Epoch 1715 | loss: 0.0311399 | val_loss: 0.0311612 | Time: 1173.79 ms
[2021-09-11 06:58:04 main:574] : INFO : Epoch 1716 | loss: 0.0311398 | val_loss: 0.0311618 | Time: 1170.72 ms
[2021-09-11 06:58:06 main:574] : INFO : Epoch 1717 | loss: 0.0311408 | val_loss: 0.0311623 | Time: 1172.73 ms
[2021-09-11 06:58:07 main:574] : INFO : Epoch 1718 | loss: 0.0311419 | val_loss: 0.0311652 | Time: 1178.95 ms
[2021-09-11 06:58:08 main:574] : INFO : Epoch 1719 | loss: 0.0311448 | val_loss: 0.0311591 | Time: 1179.87 ms
[2021-09-11 06:58:09 main:574] : INFO : Epoch 1720 | loss: 0.0311481 | val_loss: 0.0311596 | Time: 1171.19 ms
[2021-09-11 06:58:10 main:574] : INFO : Epoch 1721 | loss: 0.0311396 | val_loss: 0.031161 | Time: 1178.62 ms
[2021-09-11 06:58:11 main:574] : INFO : Epoch 1722 | loss: 0.0311396 | val_loss: 0.0311606 | Time: 1177.18 ms
[2021-09-11 06:58:13 main:574] : INFO : Epoch 1723 | loss: 0.0311421 | val_loss: 0.0311671 | Time: 1178.93 ms
[2021-09-11 06:58:14 main:574] : INFO : Epoch 1724 | loss: 0.0311413 | val_loss: 0.031158 | Time: 1174.02 ms
[2021-09-11 06:58:15 main:574] : INFO : Epoch 1725 | loss: 0.0311379 | val_loss: 0.0311598 | Time: 1182.58 ms
[2021-09-11 06:58:16 main:574] : INFO : Epoch 1726 | loss: 0.0311385 | val_loss: 0.0311625 | Time: 1175.64 ms
[2021-09-11 06:58:17 main:574] : INFO : Epoch 1727 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1174.18 ms
[2021-09-11 06:58:19 main:574] : INFO : Epoch 1728 | loss: 0.0311421 | val_loss: 0.0311583 | Time: 1173.31 ms
[2021-09-11 06:58:20 main:574] : INFO : Epoch 1729 | loss: 0.031141 | val_loss: 0.0311591 | Time: 1175.64 ms
[2021-09-11 06:58:21 main:574] : INFO : Epoch 1730 | loss: 0.0311406 | val_loss: 0.0311584 | Time: 1176.76 ms
[2021-09-11 06:58:22 main:574] : INFO : Epoch 1731 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 1174.19 ms
[2021-09-11 06:58:23 main:574] : INFO : Epoch 1732 | loss: 0.0311408 | val_loss: 0.031159 | Time: 1169.75 ms
[2021-09-11 06:58:24 main:574] : INFO : Epoch 1733 | loss: 0.0311432 | val_loss: 0.0311619 | Time: 1174.75 ms
[2021-09-11 06:58:26 main:574] : INFO : Epoch 1734 | loss: 0.0311397 | val_loss: 0.0311599 | Time: 1168.83 ms
[2021-09-11 06:58:27 main:574] : INFO : Epoch 1735 | loss: 0.0311387 | val_loss: 0.0311606 | Time: 1173.75 ms
[2021-09-11 06:58:28 main:574] : INFO : Epoch 1736 | loss: 0.0311399 | val_loss: 0.0311615 | Time: 1171.84 ms
[2021-09-11 06:58:29 main:574] : INFO : Epoch 1737 | loss: 0.031143 | val_loss: 0.0311589 | Time: 1184.24 ms
[2021-09-11 06:58:30 main:574] : INFO : Epoch 1738 | loss: 0.03114 | val_loss: 0.0311576 | Time: 1165.9 ms
[2021-09-11 06:58:32 main:574] : INFO : Epoch 1739 | loss: 0.0311382 | val_loss: 0.0311627 | Time: 1167.26 ms
[2021-09-11 06:58:33 main:574] : INFO : Epoch 1740 | loss: 0.0311422 | val_loss: 0.0311572 | Time: 1179.26 ms
[2021-09-11 06:58:34 main:574] : INFO : Epoch 1741 | loss: 0.0311394 | val_loss: 0.0311547 | Time: 1184.05 ms
[2021-09-11 06:58:35 main:574] : INFO : Epoch 1742 | loss: 0.031137 | val_loss: 0.0311552 | Time: 1178.32 ms
[2021-09-11 06:58:36 main:574] : INFO : Epoch 1743 | loss: 0.0311375 | val_loss: 0.0311558 | Time: 1168.66 ms
[2021-09-11 06:58:37 main:574] : INFO : Epoch 1744 | loss: 0.0311377 | val_loss: 0.0311602 | Time: 1180.16 ms
[2021-09-11 06:58:39 main:574] : INFO : Epoch 1745 | loss: 0.0311391 | val_loss: 0.0311598 | Time: 1165.85 ms
[2021-09-11 06:58:40 main:574] : INFO : Epoch 1746 | loss: 0.0311433 | val_loss: 0.0311615 | Time: 1172.72 ms
[2021-09-11 06:58:41 main:574] : INFO : Epoch 1747 | loss: 0.0311454 | val_loss: 0.0311573 | Time: 1177.43 ms
[2021-09-11 06:58:42 main:574] : INFO : Epoch 1748 | loss: 0.0311433 | val_loss: 0.031155 | Time: 1178.14 ms
[2021-09-11 06:58:43 main:574] : INFO : Epoch 1749 | loss: 0.0311421 | val_loss: 0.0311571 | Time: 1171.58 ms
[2021-09-11 06:58:45 main:574] : INFO : Epoch 1750 | loss: 0.0311399 | val_loss: 0.0311596 | Time: 1172.38 ms
[2021-09-11 06:58:46 main:574] : INFO : Epoch 1751 | loss: 0.0311425 | val_loss: 0.0311633 | Time: 1186.26 ms
[2021-09-11 06:58:47 main:574] : INFO : Epoch 1752 | loss: 0.0311432 | val_loss: 0.0311589 | Time: 1180.17 ms
[2021-09-11 06:58:48 main:574] : INFO : Epoch 1753 | loss: 0.0311396 | val_loss: 0.031159 | Time: 1171.48 ms
[2021-09-11 06:58:49 main:574] : INFO : Epoch 1754 | loss: 0.03114 | val_loss: 0.031157 | Time: 1174.23 ms
[2021-09-11 06:58:50 main:574] : INFO : Epoch 1755 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 1175.82 ms
[2021-09-11 06:58:52 main:574] : INFO : Epoch 1756 | loss: 0.0311522 | val_loss: 0.0311579 | Time: 1180.47 ms
[2021-09-11 06:58:53 main:574] : INFO : Epoch 1757 | loss: 0.0311466 | val_loss: 0.0311606 | Time: 1175.05 ms
[2021-09-11 06:58:54 main:574] : INFO : Epoch 1758 | loss: 0.0311432 | val_loss: 0.0311536 | Time: 1169 ms
[2021-09-11 06:58:55 main:574] : INFO : Epoch 1759 | loss: 0.0311403 | val_loss: 0.0311548 | Time: 1175.13 ms
[2021-09-11 06:58:56 main:574] : INFO : Epoch 1760 | loss: 0.0311548 | val_loss: 0.0311599 | Time: 1183.78 ms
[2021-09-11 06:58:58 main:574] : INFO : Epoch 1761 | loss: 0.0311531 | val_loss: 0.0311604 | Time: 1168.96 ms
[2021-09-11 06:58:59 main:574] : INFO : Epoch 1762 | loss: 0.0311482 | val_loss: 0.0311528 | Time: 1172.13 ms
[2021-09-11 06:59:00 main:574] : INFO : Epoch 1763 | loss: 0.0311457 | val_loss: 0.0311533 | Time: 1184.81 ms
[2021-09-11 06:59:01 main:574] : INFO : Epoch 1764 | loss: 0.0311444 | val_loss: 0.0311553 | Time: 1183.52 ms
[2021-09-11 06:59:02 main:574] : INFO : Epoch 1765 | loss: 0.0311426 | val_loss: 0.0311527 | Time: 1173.39 ms
[2021-09-11 06:59:03 main:574] : INFO : Epoch 1766 | loss: 0.0311417 | val_loss: 0.0311538 | Time: 1177.07 ms
[2021-09-11 06:59:05 main:574] : INFO : Epoch 1767 | loss: 0.0311416 | val_loss: 0.0311591 | Time: 1185.28 ms
[2021-09-11 06:59:06 main:574] : INFO : Epoch 1768 | loss: 0.0311413 | val_loss: 0.0311541 | Time: 1175.6 ms
[2021-09-11 06:59:07 main:574] : INFO : Epoch 1769 | loss: 0.0311417 | val_loss: 0.0311551 | Time: 1182.76 ms
[2021-09-11 06:59:08 main:574] : INFO : Epoch 1770 | loss: 0.0311402 | val_loss: 0.031152 | Time: 1174.13 ms
[2021-09-11 06:59:09 main:574] : INFO : Epoch 1771 | loss: 0.0311398 | val_loss: 0.0311565 | Time: 1173.42 ms
[2021-09-11 06:59:11 main:574] : INFO : Epoch 1772 | loss: 0.0311428 | val_loss: 0.0311565 | Time: 1170.03 ms
[2021-09-11 06:59:12 main:574] : INFO : Epoch 1773 | loss: 0.031141 | val_loss: 0.0311537 | Time: 1172.62 ms
[2021-09-11 06:59:13 main:574] : INFO : Epoch 1774 | loss: 0.0311404 | val_loss: 0.0311567 | Time: 1172.68 ms
[2021-09-11 06:59:14 main:574] : INFO : Epoch 1775 | loss: 0.0311402 | val_loss: 0.0311555 | Time: 1168.47 ms
[2021-09-11 06:59:15 main:574] : INFO : Epoch 1776 | loss: 0.03114 | val_loss: 0.0311545 | Time: 1176.43 ms
[2021-09-11 06:59:16 main:574] : INFO : Epoch 1777 | loss: 0.0311396 | val_loss: 0.031155 | Time: 1170.85 ms
[2021-09-11 06:59:18 main:574] : INFO : Epoch 1778 | loss: 0.0311396 | val_loss: 0.0311585 | Time: 1178.91 ms
[2021-09-11 06:59:19 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.031155 | Time: 1175.18 ms
[2021-09-11 06:59:20 main:574] : INFO : Epoch 1780 | loss: 0.031141 | val_loss: 0.0311566 | Time: 1178.78 ms
[2021-09-11 06:59:21 main:574] : INFO : Epoch 1781 | loss: 0.0311365 | val_loss: 0.0311529 | Time: 1175.18 ms
[2021-09-11 06:59:22 main:574] : INFO : Epoch 1782 | loss: 0.0311361 | val_loss: 0.0311585 | Time: 1169.09 ms
[2021-09-11 06:59:24 main:574] : INFO : Epoch 1783 | loss: 0.0311401 | val_loss: 0.0311599 | Time: 1182.39 ms
[2021-09-11 06:59:25 main:574] : INFO : Epoch 1784 | loss: 0.0311372 | val_loss: 0.0311568 | Time: 1170.02 ms
[2021-09-11 06:59:26 main:574] : INFO : Epoch 1785 | loss: 0.0311366 | val_loss: 0.0311556 | Time: 1174.75 ms
[2021-09-11 06:59:27 main:574] : INFO : Epoch 1786 | loss: 0.031137 | val_loss: 0.0311566 | Time: 1183.61 ms
[2021-09-11 06:59:28 main:574] : INFO : Epoch 1787 | loss: 0.0311374 | val_loss: 0.0311564 | Time: 1177.77 ms
[2021-09-11 06:59:29 main:574] : INFO : Epoch 1788 | loss: 0.0311377 | val_loss: 0.0311611 | Time: 1178.84 ms
[2021-09-11 06:59:31 main:574] : INFO : Epoch 1789 | loss: 0.0311373 | val_loss: 0.031154 | Time: 1175.76 ms
[2021-09-11 06:59:32 main:574] : INFO : Epoch 1790 | loss: 0.0311355 | val_loss: 0.0311537 | Time: 1193.62 ms
[2021-09-11 06:59:33 main:574] : INFO : Epoch 1791 | loss: 0.0311343 | val_loss: 0.0311557 | Time: 1176.18 ms
[2021-09-11 06:59:34 main:574] : INFO : Epoch 1792 | loss: 0.0311363 | val_loss: 0.0311627 | Time: 1182.81 ms
[2021-09-11 06:59:35 main:574] : INFO : Epoch 1793 | loss: 0.0311354 | val_loss: 0.0311587 | Time: 1177.07 ms
[2021-09-11 06:59:37 main:574] : INFO : Epoch 1794 | loss: 0.0311325 | val_loss: 0.0311582 | Time: 1173.65 ms
[2021-09-11 06:59:38 main:574] : INFO : Epoch 1795 | loss: 0.0311318 | val_loss: 0.031154 | Time: 1185.96 ms
[2021-09-11 06:59:39 main:574] : INFO : Epoch 1796 | loss: 0.0311344 | val_loss: 0.0311583 | Time: 1162.85 ms
[2021-09-11 06:59:40 main:574] : INFO : Epoch 1797 | loss: 0.0311345 | val_loss: 0.0311594 | Time: 1172.81 ms
[2021-09-11 06:59:41 main:574] : INFO : Epoch 1798 | loss: 0.0311328 | val_loss: 0.0311571 | Time: 1174.26 ms
[2021-09-11 06:59:42 main:574] : INFO : Epoch 1799 | loss: 0.0311344 | val_loss: 0.0311542 | Time: 1177.15 ms
[2021-09-11 06:59:44 main:574] : INFO : Epoch 1800 | loss: 0.0311348 | val_loss: 0.031156 | Time: 1166.76 ms
[2021-09-11 06:59:45 main:574] : INFO : Epoch 1801 | loss: 0.0311349 | val_loss: 0.031161 | Time: 1172.58 ms
[2021-09-11 06:59:46 main:574] : INFO : Epoch 1802 | loss: 0.0311354 | val_loss: 0.0311616 | Time: 1172.13 ms
[2021-09-11 06:59:47 main:574] : INFO : Epoch 1803 | loss: 0.0311334 | val_loss: 0.0311551 | Time: 1174.01 ms
[2021-09-11 06:59:48 main:574] : INFO : Epoch 1804 | loss: 0.0311312 | val_loss: 0.0311553 | Time: 1174.25 ms
[2021-09-11 06:59:49 main:574] : INFO : Epoch 1805 | loss: 0.0311351 | val_loss: 0.0311577 | Time: 1169.1 ms
[2021-09-11 06:59:51 main:574] : INFO : Epoch 1806 | loss: 0.0311361 | val_loss: 0.0311599 | Time: 1177.12 ms
[2021-09-11 06:59:52 main:574] : INFO : Epoch 1807 | loss: 0.0311328 | val_loss: 0.0311593 | Time: 1171.6 ms
[2021-09-11 06:59:53 main:574] : INFO : Epoch 1808 | loss: 0.031134 | val_loss: 0.031155 | Time: 1170.69 ms
[2021-09-11 06:59:54 main:574] : INFO : Epoch 1809 | loss: 0.0311392 | val_loss: 0.0311576 | Time: 1171.22 ms
[2021-09-11 06:59:55 main:574] : INFO : Epoch 1810 | loss: 0.0311415 | val_loss: 0.031157 | Time: 1173.88 ms
[2021-09-11 06:59:57 main:574] : INFO : Epoch 1811 | loss: 0.0311372 | val_loss: 0.031162 | Time: 1173.61 ms
[2021-09-11 06:59:58 main:574] : INFO : Epoch 1812 | loss: 0.0311337 | val_loss: 0.0311601 | Time: 1186.32 ms
[2021-09-11 06:59:59 main:574] : INFO : Epoch 1813 | loss: 0.0311367 | val_loss: 0.0311604 | Time: 1173.91 ms
[2021-09-11 07:00:00 main:574] : INFO : Epoch 1814 | loss: 0.0311368 | val_loss: 0.0311583 | Time: 1177.45 ms
[2021-09-11 07:00:01 main:574] : INFO : Epoch 1815 | loss: 0.0311355 | val_loss: 0.031154 | Time: 1177.72 ms
[2021-09-11 07:00:02 main:574] : INFO : Epoch 1816 | loss: 0.0311366 | val_loss: 0.0311562 | Time: 1168.84 ms
[2021-09-11 07:00:04 main:574] : INFO : Epoch 1817 | loss: 0.0311321 | val_loss: 0.0311593 | Time: 1174.89 ms
[2021-09-11 07:00:05 main:574] : INFO : Epoch 1818 | loss: 0.0311312 | val_loss: 0.031154 | Time: 1169.17 ms
[2021-09-11 07:00:06 main:574] : INFO : Epoch 1819 | loss: 0.0311293 | val_loss: 0.03116 | Time: 1180.33 ms
[2021-09-11 07:00:07 main:574] : INFO : Epoch 1820 | loss: 0.0311312 | val_loss: 0.0311639 | Time: 1182.72 ms
[2021-09-11 07:00:08 main:574] : INFO : Epoch 1821 | loss: 0.0311327 | val_loss: 0.0311573 | Time: 1177.93 ms
[2021-09-11 07:00:10 main:574] : INFO : Epoch 1822 | loss: 0.0311323 | val_loss: 0.0311607 | Time: 1169.43 ms
[2021-09-11 07:00:11 main:574] : INFO : Epoch 1823 | loss: 0.0311354 | val_loss: 0.0311584 | Time: 1172.57 ms
[2021-09-11 07:00:12 main:574] : INFO : Epoch 1824 | loss: 0.0311324 | val_loss: 0.0311595 | Time: 1183.31 ms
[2021-09-11 07:00:13 main:574] : INFO : Epoch 1825 | loss: 0.031131 | val_loss: 0.0311591 | Time: 1175.95 ms
[2021-09-11 07:00:14 main:574] : INFO : Epoch 1826 | loss: 0.0311325 | val_loss: 0.0311565 | Time: 1170.01 ms
[2021-09-11 07:00:15 main:574] : INFO : Epoch 1827 | loss: 0.0311321 | val_loss: 0.0311574 | Time: 1179.85 ms
[2021-09-11 07:00:17 main:574] : INFO : Epoch 1828 | loss: 0.0311325 | val_loss: 0.0311623 | Time: 1178.96 ms
[2021-09-11 07:00:18 main:574] : INFO : Epoch 1829 | loss: 0.0311312 | val_loss: 0.0311557 | Time: 1185.36 ms
[2021-09-11 07:00:19 main:574] : INFO : Epoch 1830 | loss: 0.0311328 | val_loss: 0.0311584 | Time: 1177.18 ms
[2021-09-11 07:00:20 main:574] : INFO : Epoch 1831 | loss: 0.0311335 | val_loss: 0.0311594 | Time: 1169.87 ms
[2021-09-11 07:00:21 main:574] : INFO : Epoch 1832 | loss: 0.0311335 | val_loss: 0.0311561 | Time: 1169.4 ms
[2021-09-11 07:00:23 main:574] : INFO : Epoch 1833 | loss: 0.0311323 | val_loss: 0.0311606 | Time: 1172.26 ms
[2021-09-11 07:00:24 main:574] : INFO : Epoch 1834 | loss: 0.0311316 | val_loss: 0.0311574 | Time: 1178.68 ms
[2021-09-11 07:00:25 main:574] : INFO : Epoch 1835 | loss: 0.0311318 | val_loss: 0.0311599 | Time: 1169.14 ms
[2021-09-11 07:00:26 main:574] : INFO : Epoch 1836 | loss: 0.0311309 | val_loss: 0.0311567 | Time: 1170.17 ms
[2021-09-11 07:00:27 main:574] : INFO : Epoch 1837 | loss: 0.0311306 | val_loss: 0.0311578 | Time: 1175.77 ms
[2021-09-11 07:00:28 main:574] : INFO : Epoch 1838 | loss: 0.0311308 | val_loss: 0.0311626 | Time: 1181.38 ms
[2021-09-11 07:00:30 main:574] : INFO : Epoch 1839 | loss: 0.0311292 | val_loss: 0.0311563 | Time: 1171.45 ms
[2021-09-11 07:00:31 main:574] : INFO : Epoch 1840 | loss: 0.0311294 | val_loss: 0.0311608 | Time: 1171.88 ms
[2021-09-11 07:00:32 main:574] : INFO : Epoch 1841 | loss: 0.0311314 | val_loss: 0.0311572 | Time: 1172.18 ms
[2021-09-11 07:00:33 main:574] : INFO : Epoch 1842 | loss: 0.0311333 | val_loss: 0.0311543 | Time: 1169.79 ms
[2021-09-11 07:00:34 main:574] : INFO : Epoch 1843 | loss: 0.0311325 | val_loss: 0.0311497 | Time: 1176.24 ms
[2021-09-11 07:00:36 main:574] : INFO : Epoch 1844 | loss: 0.0311367 | val_loss: 0.03116 | Time: 1171.39 ms
[2021-09-11 07:00:37 main:574] : INFO : Epoch 1845 | loss: 0.0311399 | val_loss: 0.0311742 | Time: 1177.82 ms
[2021-09-11 07:00:38 main:574] : INFO : Epoch 1846 | loss: 0.0311347 | val_loss: 0.031157 | Time: 1161.25 ms
[2021-09-11 07:00:39 main:574] : INFO : Epoch 1847 | loss: 0.03113 | val_loss: 0.0311542 | Time: 1175.58 ms
[2021-09-11 07:00:40 main:574] : INFO : Epoch 1848 | loss: 0.0311316 | val_loss: 0.0311553 | Time: 1173.23 ms
[2021-09-11 07:00:41 main:574] : INFO : Epoch 1849 | loss: 0.0311355 | val_loss: 0.031166 | Time: 1174.44 ms
[2021-09-11 07:00:43 main:574] : INFO : Epoch 1850 | loss: 0.0311424 | val_loss: 0.0311524 | Time: 1173.78 ms
[2021-09-11 07:00:44 main:574] : INFO : Epoch 1851 | loss: 0.0311372 | val_loss: 0.0311583 | Time: 1180.21 ms
[2021-09-11 07:00:45 main:574] : INFO : Epoch 1852 | loss: 0.0311378 | val_loss: 0.0311533 | Time: 1184.4 ms
[2021-09-11 07:00:46 main:574] : INFO : Epoch 1853 | loss: 0.0311338 | val_loss: 0.0311524 | Time: 1176.28 ms
[2021-09-11 07:00:47 main:574] : INFO : Epoch 1854 | loss: 0.0311357 | val_loss: 0.0311553 | Time: 1172.42 ms
[2021-09-11 07:00:48 main:574] : INFO : Epoch 1855 | loss: 0.0311373 | val_loss: 0.0311543 | Time: 1173.7 ms
[2021-09-11 07:00:50 main:574] : INFO : Epoch 1856 | loss: 0.0311349 | val_loss: 0.0311559 | Time: 1173.13 ms
[2021-09-11 07:00:51 main:574] : INFO : Epoch 1857 | loss: 0.0311383 | val_loss: 0.0311562 | Time: 1179.91 ms
[2021-09-11 07:00:52 main:574] : INFO : Epoch 1858 | loss: 0.031132 | val_loss: 0.0311538 | Time: 1175.34 ms
[2021-09-11 07:00:53 main:574] : INFO : Epoch 1859 | loss: 0.0311348 | val_loss: 0.0311553 | Time: 1167.67 ms
[2021-09-11 07:00:54 main:574] : INFO : Epoch 1860 | loss: 0.031134 | val_loss: 0.0311569 | Time: 1176.3 ms
[2021-09-11 07:00:56 main:574] : INFO : Epoch 1861 | loss: 0.0311335 | val_loss: 0.0311577 | Time: 1171.01 ms
[2021-09-11 07:00:57 main:574] : INFO : Epoch 1862 | loss: 0.0311336 | val_loss: 0.0311598 | Time: 1178.37 ms
[2021-09-11 07:00:58 main:574] : INFO : Epoch 1863 | loss: 0.0311387 | val_loss: 0.0311567 | Time: 1180.57 ms
[2021-09-11 07:00:59 main:574] : INFO : Epoch 1864 | loss: 0.0311344 | val_loss: 0.0311568 | Time: 1180.45 ms
[2021-09-11 07:01:00 main:574] : INFO : Epoch 1865 | loss: 0.0311358 | val_loss: 0.0311558 | Time: 1174.31 ms
[2021-09-11 07:01:01 main:574] : INFO : Epoch 1866 | loss: 0.0311345 | val_loss: 0.0311558 | Time: 1172.35 ms
[2021-09-11 07:01:03 main:574] : INFO : Epoch 1867 | loss: 0.0311349 | val_loss: 0.0311553 | Time: 1170.51 ms
[2021-09-11 07:01:04 main:574] : INFO : Epoch 1868 | loss: 0.0311308 | val_loss: 0.0311587 | Time: 1176.17 ms
[2021-09-11 07:01:05 main:574] : INFO : Epoch 1869 | loss: 0.0311306 | val_loss: 0.0311493 | Time: 1176.79 ms
[2021-09-11 07:01:06 main:574] : INFO : Epoch 1870 | loss: 0.0311312 | val_loss: 0.0311548 | Time: 1173.8 ms
[2021-09-11 07:01:07 main:574] : INFO : Epoch 1871 | loss: 0.0311323 | val_loss: 0.0311535 | Time: 1181.55 ms
[2021-09-11 07:01:09 main:574] : INFO : Epoch 1872 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 1175.66 ms
[2021-09-11 07:01:10 main:574] : INFO : Epoch 1873 | loss: 0.0311305 | val_loss: 0.0311582 | Time: 1170.22 ms
[2021-09-11 07:01:11 main:574] : INFO : Epoch 1874 | loss: 0.0311319 | val_loss: 0.0311564 | Time: 1178.78 ms
[2021-09-11 07:01:12 main:574] : INFO : Epoch 1875 | loss: 0.0311306 | val_loss: 0.0311523 | Time: 1172.81 ms
[2021-09-11 07:01:13 main:574] : INFO : Epoch 1876 | loss: 0.0311291 | val_loss: 0.0311537 | Time: 1170.38 ms
[2021-09-11 07:01:14 main:574] : INFO : Epoch 1877 | loss: 0.0311279 | val_loss: 0.0311582 | Time: 1171.94 ms
[2021-09-11 07:01:16 main:574] : INFO : Epoch 1878 | loss: 0.03113 | val_loss: 0.0311551 | Time: 1182 ms
[2021-09-11 07:01:17 main:574] : INFO : Epoch 1879 | loss: 0.0311297 | val_loss: 0.0311567 | Time: 1176.02 ms
[2021-09-11 07:01:18 main:574] : INFO : Epoch 1880 | loss: 0.0311281 | val_loss: 0.031152 | Time: 1169.39 ms
[2021-09-11 07:01:19 main:574] : INFO : Epoch 1881 | loss: 0.0311286 | val_loss: 0.0311529 | Time: 1170.75 ms
[2021-09-11 07:01:20 main:574] : INFO : Epoch 1882 | loss: 0.0311267 | val_loss: 0.0311548 | Time: 1169.47 ms
[2021-09-11 07:01:22 main:574] : INFO : Epoch 1883 | loss: 0.0311264 | val_loss: 0.03116 | Time: 1171.72 ms
[2021-09-11 07:01:23 main:574] : INFO : Epoch 1884 | loss: 0.0311286 | val_loss: 0.0311533 | Time: 1172.38 ms
[2021-09-11 07:01:24 main:574] : INFO : Epoch 1885 | loss: 0.0311299 | val_loss: 0.0311562 | Time: 1166.9 ms
[2021-09-11 07:01:25 main:574] : INFO : Epoch 1886 | loss: 0.0311274 | val_loss: 0.0311551 | Time: 1174.84 ms
[2021-09-11 07:01:26 main:574] : INFO : Epoch 1887 | loss: 0.0311286 | val_loss: 0.0311616 | Time: 1181.17 ms
[2021-09-11 07:01:27 main:574] : INFO : Epoch 1888 | loss: 0.0311274 | val_loss: 0.0311537 | Time: 1166.6 ms
[2021-09-11 07:01:29 main:574] : INFO : Epoch 1889 | loss: 0.0311272 | val_loss: 0.0311568 | Time: 1180.13 ms
[2021-09-11 07:01:30 main:574] : INFO : Epoch 1890 | loss: 0.0311272 | val_loss: 0.0311539 | Time: 1177.29 ms
[2021-09-11 07:01:31 main:574] : INFO : Epoch 1891 | loss: 0.0311288 | val_loss: 0.0311571 | Time: 1177.8 ms
[2021-09-11 07:01:32 main:574] : INFO : Epoch 1892 | loss: 0.0311279 | val_loss: 0.0311579 | Time: 1178.23 ms
[2021-09-11 07:01:33 main:574] : INFO : Epoch 1893 | loss: 0.0311289 | val_loss: 0.0311586 | Time: 1180.12 ms
[2021-09-11 07:01:35 main:574] : INFO : Epoch 1894 | loss: 0.0311316 | val_loss: 0.0311569 | Time: 1176.65 ms
[2021-09-11 07:01:36 main:574] : INFO : Epoch 1895 | loss: 0.0311397 | val_loss: 0.0311541 | Time: 1175.49 ms
[2021-09-11 07:01:37 main:574] : INFO : Epoch 1896 | loss: 0.031138 | val_loss: 0.0311524 | Time: 1176.42 ms
[2021-09-11 07:01:38 main:574] : INFO : Epoch 1897 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 1174.37 ms
[2021-09-11 07:01:39 main:574] : INFO : Epoch 1898 | loss: 0.0311321 | val_loss: 0.0311539 | Time: 1172.54 ms
[2021-09-11 07:01:40 main:574] : INFO : Epoch 1899 | loss: 0.0311302 | val_loss: 0.0311596 | Time: 1169.78 ms
[2021-09-11 07:01:42 main:574] : INFO : Epoch 1900 | loss: 0.0311325 | val_loss: 0.0311589 | Time: 1170.48 ms
[2021-09-11 07:01:43 main:574] : INFO : Epoch 1901 | loss: 0.0311299 | val_loss: 0.0311543 | Time: 1171.41 ms
[2021-09-11 07:01:44 main:574] : INFO : Epoch 1902 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 1184.19 ms
[2021-09-11 07:01:45 main:574] : INFO : Epoch 1903 | loss: 0.0311456 | val_loss: 0.0311555 | Time: 1183.23 ms
[2021-09-11 07:01:46 main:574] : INFO : Epoch 1904 | loss: 0.0311415 | val_loss: 0.0311627 | Time: 1167.45 ms
[2021-09-11 07:01:48 main:574] : INFO : Epoch 1905 | loss: 0.0311379 | val_loss: 0.0311494 | Time: 1173.68 ms
[2021-09-11 07:01:49 main:574] : INFO : Epoch 1906 | loss: 0.0311358 | val_loss: 0.0311505 | Time: 1173.28 ms
[2021-09-11 07:01:50 main:574] : INFO : Epoch 1907 | loss: 0.0311321 | val_loss: 0.031153 | Time: 1177.41 ms
[2021-09-11 07:01:51 main:574] : INFO : Epoch 1908 | loss: 0.0311326 | val_loss: 0.0311511 | Time: 1179.61 ms
[2021-09-11 07:01:52 main:574] : INFO : Epoch 1909 | loss: 0.0311315 | val_loss: 0.0311505 | Time: 1175.03 ms
[2021-09-11 07:01:53 main:574] : INFO : Epoch 1910 | loss: 0.0311315 | val_loss: 0.0311528 | Time: 1176.32 ms
[2021-09-11 07:01:55 main:574] : INFO : Epoch 1911 | loss: 0.0311291 | val_loss: 0.0311526 | Time: 1177.87 ms
[2021-09-11 07:01:56 main:574] : INFO : Epoch 1912 | loss: 0.0311337 | val_loss: 0.0311597 | Time: 1175.46 ms
[2021-09-11 07:01:57 main:574] : INFO : Epoch 1913 | loss: 0.0311307 | val_loss: 0.0311612 | Time: 1175.83 ms
[2021-09-11 07:01:58 main:574] : INFO : Epoch 1914 | loss: 0.0311294 | val_loss: 0.0311536 | Time: 1177.61 ms
[2021-09-11 07:01:59 main:574] : INFO : Epoch 1915 | loss: 0.0311279 | val_loss: 0.0311522 | Time: 1169.89 ms
[2021-09-11 07:02:01 main:574] : INFO : Epoch 1916 | loss: 0.0311276 | val_loss: 0.0311528 | Time: 1186.8 ms
[2021-09-11 07:02:02 main:574] : INFO : Epoch 1917 | loss: 0.0311296 | val_loss: 0.0311529 | Time: 1181.43 ms
[2021-09-11 07:02:03 main:574] : INFO : Epoch 1918 | loss: 0.0311277 | val_loss: 0.031155 | Time: 1180.44 ms
[2021-09-11 07:02:04 main:574] : INFO : Epoch 1919 | loss: 0.0311311 | val_loss: 0.0311525 | Time: 1176.37 ms
[2021-09-11 07:02:05 main:574] : INFO : Epoch 1920 | loss: 0.0311308 | val_loss: 0.0311505 | Time: 1171.44 ms
[2021-09-11 07:02:06 main:574] : INFO : Epoch 1921 | loss: 0.0311335 | val_loss: 0.0311521 | Time: 1181.81 ms
[2021-09-11 07:02:08 main:574] : INFO : Epoch 1922 | loss: 0.0311312 | val_loss: 0.0311513 | Time: 1165.58 ms
[2021-09-11 07:02:09 main:574] : INFO : Epoch 1923 | loss: 0.0311276 | val_loss: 0.031154 | Time: 1187.04 ms
[2021-09-11 07:02:10 main:574] : INFO : Epoch 1924 | loss: 0.031126 | val_loss: 0.0311565 | Time: 1169.38 ms
[2021-09-11 07:02:11 main:574] : INFO : Epoch 1925 | loss: 0.0311295 | val_loss: 0.0311528 | Time: 1174.02 ms
[2021-09-11 07:02:12 main:574] : INFO : Epoch 1926 | loss: 0.0311275 | val_loss: 0.0311553 | Time: 1177.65 ms
[2021-09-11 07:02:14 main:574] : INFO : Epoch 1927 | loss: 0.0311251 | val_loss: 0.0311529 | Time: 1174.56 ms
[2021-09-11 07:02:15 main:574] : INFO : Epoch 1928 | loss: 0.0311263 | val_loss: 0.0311552 | Time: 1176.14 ms
[2021-09-11 07:02:16 main:574] : INFO : Epoch 1929 | loss: 0.0311257 | val_loss: 0.0311538 | Time: 1184.64 ms
[2021-09-11 07:02:17 main:574] : INFO : Epoch 1930 | loss: 0.0311251 | val_loss: 0.0311537 | Time: 1175.33 ms
[2021-09-11 07:02:18 main:574] : INFO : Epoch 1931 | loss: 0.0311265 | val_loss: 0.0311513 | Time: 1181.43 ms
[2021-09-11 07:02:19 main:574] : INFO : Epoch 1932 | loss: 0.0311253 | val_loss: 0.0311566 | Time: 1167.51 ms
[2021-09-11 07:02:21 main:574] : INFO : Epoch 1933 | loss: 0.0311246 | val_loss: 0.0311539 | Time: 1169.59 ms
[2021-09-11 07:02:22 main:574] : INFO : Epoch 1934 | loss: 0.0311244 | val_loss: 0.031154 | Time: 1178.22 ms
[2021-09-11 07:02:23 main:574] : INFO : Epoch 1935 | loss: 0.0311245 | val_loss: 0.0311505 | Time: 1186.31 ms
[2021-09-11 07:02:24 main:574] : INFO : Epoch 1936 | loss: 0.0311231 | val_loss: 0.0311553 | Time: 1173.71 ms
[2021-09-11 07:02:25 main:574] : INFO : Epoch 1937 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 1177.44 ms
[2021-09-11 07:02:27 main:574] : INFO : Epoch 1938 | loss: 0.0311259 | val_loss: 0.0311591 | Time: 1164.88 ms
[2021-09-11 07:02:28 main:574] : INFO : Epoch 1939 | loss: 0.0311265 | val_loss: 0.0311534 | Time: 1170.64 ms
[2021-09-11 07:02:29 main:574] : INFO : Epoch 1940 | loss: 0.0311329 | val_loss: 0.0311611 | Time: 1170.34 ms
[2021-09-11 07:02:30 main:574] : INFO : Epoch 1941 | loss: 0.0311295 | val_loss: 0.0311526 | Time: 1178.1 ms
[2021-09-11 07:02:31 main:574] : INFO : Epoch 1942 | loss: 0.0311267 | val_loss: 0.0311542 | Time: 1171.45 ms
[2021-09-11 07:02:32 main:574] : INFO : Epoch 1943 | loss: 0.0311269 | val_loss: 0.0311502 | Time: 1186.59 ms
[2021-09-11 07:02:34 main:574] : INFO : Epoch 1944 | loss: 0.0311283 | val_loss: 0.031158 | Time: 1171.57 ms
[2021-09-11 07:02:35 main:574] : INFO : Epoch 1945 | loss: 0.0311279 | val_loss: 0.0311502 | Time: 1176.39 ms
[2021-09-11 07:02:36 main:574] : INFO : Epoch 1946 | loss: 0.0311255 | val_loss: 0.0311518 | Time: 1178 ms
[2021-09-11 07:02:37 main:574] : INFO : Epoch 1947 | loss: 0.0311272 | val_loss: 0.031156 | Time: 1176.7 ms
[2021-09-11 07:02:38 main:574] : INFO : Epoch 1948 | loss: 0.0311307 | val_loss: 0.0311517 | Time: 1177.38 ms
[2021-09-11 07:02:40 main:574] : INFO : Epoch 1949 | loss: 0.0311323 | val_loss: 0.0311525 | Time: 1173.47 ms
[2021-09-11 07:02:41 main:574] : INFO : Epoch 1950 | loss: 0.0311319 | val_loss: 0.0311524 | Time: 1170.09 ms
[2021-09-11 07:02:42 main:574] : INFO : Epoch 1951 | loss: 0.0311313 | val_loss: 0.0311596 | Time: 1169.37 ms
[2021-09-11 07:02:43 main:574] : INFO : Epoch 1952 | loss: 0.0311279 | val_loss: 0.0311531 | Time: 1172.25 ms
[2021-09-11 07:02:44 main:574] : INFO : Epoch 1953 | loss: 0.031126 | val_loss: 0.0311517 | Time: 1175.54 ms
[2021-09-11 07:02:45 main:574] : INFO : Epoch 1954 | loss: 0.0311255 | val_loss: 0.0311588 | Time: 1179.41 ms
[2021-09-11 07:02:47 main:574] : INFO : Epoch 1955 | loss: 0.0311259 | val_loss: 0.031153 | Time: 1168.41 ms
[2021-09-11 07:02:48 main:574] : INFO : Epoch 1956 | loss: 0.0311237 | val_loss: 0.0311537 | Time: 1171.61 ms
[2021-09-11 07:02:49 main:574] : INFO : Epoch 1957 | loss: 0.0311241 | val_loss: 0.0311617 | Time: 1174.88 ms
[2021-09-11 07:02:50 main:574] : INFO : Epoch 1958 | loss: 0.0311237 | val_loss: 0.0311542 | Time: 1172.83 ms
[2021-09-11 07:02:51 main:574] : INFO : Epoch 1959 | loss: 0.0311232 | val_loss: 0.0311574 | Time: 1174.04 ms
[2021-09-11 07:02:52 main:574] : INFO : Epoch 1960 | loss: 0.0311224 | val_loss: 0.0311552 | Time: 1179.01 ms
[2021-09-11 07:02:54 main:574] : INFO : Epoch 1961 | loss: 0.0311223 | val_loss: 0.0311559 | Time: 1169.7 ms
[2021-09-11 07:02:55 main:574] : INFO : Epoch 1962 | loss: 0.0311219 | val_loss: 0.0311543 | Time: 1174.99 ms
[2021-09-11 07:02:56 main:574] : INFO : Epoch 1963 | loss: 0.0311221 | val_loss: 0.0311515 | Time: 1172.88 ms
[2021-09-11 07:02:57 main:574] : INFO : Epoch 1964 | loss: 0.0311218 | val_loss: 0.0311526 | Time: 1178.57 ms
[2021-09-11 07:02:58 main:574] : INFO : Epoch 1965 | loss: 0.0311221 | val_loss: 0.0311603 | Time: 1174.69 ms
[2021-09-11 07:03:00 main:574] : INFO : Epoch 1966 | loss: 0.0311232 | val_loss: 0.0311559 | Time: 1173.27 ms
[2021-09-11 07:03:01 main:574] : INFO : Epoch 1967 | loss: 0.0311206 | val_loss: 0.0311534 | Time: 1174.37 ms
[2021-09-11 07:03:02 main:574] : INFO : Epoch 1968 | loss: 0.0311189 | val_loss: 0.0311558 | Time: 1179.89 ms
[2021-09-11 07:03:03 main:574] : INFO : Epoch 1969 | loss: 0.0311216 | val_loss: 0.0311501 | Time: 1164.59 ms
[2021-09-11 07:03:04 main:574] : INFO : Epoch 1970 | loss: 0.0311212 | val_loss: 0.0311538 | Time: 1181.74 ms
[2021-09-11 07:03:05 main:574] : INFO : Epoch 1971 | loss: 0.0311243 | val_loss: 0.0311515 | Time: 1165.58 ms
[2021-09-11 07:03:07 main:574] : INFO : Epoch 1972 | loss: 0.0311219 | val_loss: 0.0311541 | Time: 1182.44 ms
[2021-09-11 07:03:08 main:574] : INFO : Epoch 1973 | loss: 0.0311205 | val_loss: 0.0311524 | Time: 1176.68 ms
[2021-09-11 07:03:09 main:574] : INFO : Epoch 1974 | loss: 0.0311192 | val_loss: 0.0311611 | Time: 1168.91 ms
[2021-09-11 07:03:10 main:574] : INFO : Epoch 1975 | loss: 0.0311222 | val_loss: 0.0311553 | Time: 1175.25 ms
[2021-09-11 07:03:11 main:574] : INFO : Epoch 1976 | loss: 0.0311201 | val_loss: 0.031154 | Time: 1185.46 ms
[2021-09-11 07:03:13 main:574] : INFO : Epoch 1977 | loss: 0.0311206 | val_loss: 0.031152 | Time: 1176.9 ms
[2021-09-11 07:03:14 main:574] : INFO : Epoch 1978 | loss: 0.0311186 | val_loss: 0.0311532 | Time: 1169.94 ms
[2021-09-11 07:03:15 main:574] : INFO : Epoch 1979 | loss: 0.0311193 | val_loss: 0.031155 | Time: 1172.13 ms
[2021-09-11 07:03:16 main:574] : INFO : Epoch 1980 | loss: 0.0311195 | val_loss: 0.0311499 | Time: 1174.11 ms
[2021-09-11 07:03:17 main:574] : INFO : Epoch 1981 | loss: 0.0311191 | val_loss: 0.0311502 | Time: 1191.71 ms
[2021-09-11 07:03:18 main:574] : INFO : Epoch 1982 | loss: 0.0311214 | val_loss: 0.0311498 | Time: 1180.97 ms
[2021-09-11 07:03:20 main:574] : INFO : Epoch 1983 | loss: 0.0311217 | val_loss: 0.0311526 | Time: 1177.92 ms
[2021-09-11 07:03:21 main:574] : INFO : Epoch 1984 | loss: 0.031118 | val_loss: 0.0311508 | Time: 1176.79 ms
[2021-09-11 07:03:22 main:574] : INFO : Epoch 1985 | loss: 0.0311178 | val_loss: 0.0311557 | Time: 1169.72 ms
[2021-09-11 07:03:23 main:574] : INFO : Epoch 1986 | loss: 0.0311266 | val_loss: 0.0311538 | Time: 1173.36 ms
[2021-09-11 07:03:24 main:574] : INFO : Epoch 1987 | loss: 0.031128 | val_loss: 0.0311519 | Time: 1174.04 ms
[2021-09-11 07:03:26 main:574] : INFO : Epoch 1988 | loss: 0.031125 | val_loss: 0.0311468 | Time: 1171.59 ms
[2021-09-11 07:03:27 main:574] : INFO : Epoch 1989 | loss: 0.0311223 | val_loss: 0.031146 | Time: 1182.67 ms
[2021-09-11 07:03:28 main:574] : INFO : Epoch 1990 | loss: 0.0311211 | val_loss: 0.0311514 | Time: 1178.81 ms
[2021-09-11 07:03:29 main:574] : INFO : Epoch 1991 | loss: 0.0311194 | val_loss: 0.03115 | Time: 1172.25 ms
[2021-09-11 07:03:30 main:574] : INFO : Epoch 1992 | loss: 0.0311184 | val_loss: 0.0311546 | Time: 1169.71 ms
[2021-09-11 07:03:31 main:574] : INFO : Epoch 1993 | loss: 0.0311202 | val_loss: 0.031152 | Time: 1174.67 ms
[2021-09-11 07:03:33 main:574] : INFO : Epoch 1994 | loss: 0.0311231 | val_loss: 0.0311517 | Time: 1179.04 ms
[2021-09-11 07:03:34 main:574] : INFO : Epoch 1995 | loss: 0.0311246 | val_loss: 0.0311551 | Time: 1185.69 ms
[2021-09-11 07:03:35 main:574] : INFO : Epoch 1996 | loss: 0.0311228 | val_loss: 0.031161 | Time: 1172.82 ms
[2021-09-11 07:03:36 main:574] : INFO : Epoch 1997 | loss: 0.0311213 | val_loss: 0.0311573 | Time: 1170.78 ms
[2021-09-11 07:03:37 main:574] : INFO : Epoch 1998 | loss: 0.0311245 | val_loss: 0.031152 | Time: 1171.81 ms
[2021-09-11 07:03:39 main:574] : INFO : Epoch 1999 | loss: 0.0311241 | val_loss: 0.0311501 | Time: 1173.39 ms
[2021-09-11 07:03:40 main:574] : INFO : Epoch 2000 | loss: 0.0311255 | val_loss: 0.0311533 | Time: 1174.16 ms
[2021-09-11 07:03:41 main:574] : INFO : Epoch 2001 | loss: 0.0311252 | val_loss: 0.0311609 | Time: 1174.12 ms
[2021-09-11 07:03:42 main:574] : INFO : Epoch 2002 | loss: 0.0311341 | val_loss: 0.0311568 | Time: 1174.4 ms
[2021-09-11 07:03:43 main:574] : INFO : Epoch 2003 | loss: 0.0311313 | val_loss: 0.0311563 | Time: 1171.97 ms
[2021-09-11 07:03:44 main:574] : INFO : Epoch 2004 | loss: 0.031126 | val_loss: 0.0311568 | Time: 1167.62 ms
[2021-09-11 07:03:46 main:574] : INFO : Epoch 2005 | loss: 0.0311264 | val_loss: 0.0311508 | Time: 1174.98 ms
[2021-09-11 07:03:47 main:574] : INFO : Epoch 2006 | loss: 0.0311242 | val_loss: 0.0311541 | Time: 1182.78 ms
[2021-09-11 07:03:48 main:574] : INFO : Epoch 2007 | loss: 0.0311221 | val_loss: 0.0311538 | Time: 1174.59 ms
[2021-09-11 07:03:49 main:574] : INFO : Epoch 2008 | loss: 0.0311204 | val_loss: 0.0311509 | Time: 1164.89 ms
[2021-09-11 07:03:50 main:574] : INFO : Epoch 2009 | loss: 0.0311222 | val_loss: 0.0311511 | Time: 1174.75 ms
[2021-09-11 07:03:51 main:574] : INFO : Epoch 2010 | loss: 0.0311213 | val_loss: 0.0311502 | Time: 1179.53 ms
[2021-09-11 07:03:53 main:574] : INFO : Epoch 2011 | loss: 0.0311221 | val_loss: 0.0311522 | Time: 1173.09 ms
[2021-09-11 07:03:54 main:574] : INFO : Epoch 2012 | loss: 0.0311215 | val_loss: 0.03115 | Time: 1169.3 ms
[2021-09-11 07:03:55 main:574] : INFO : Epoch 2013 | loss: 0.0311209 | val_loss: 0.0311498 | Time: 1170.54 ms
[2021-09-11 07:03:56 main:574] : INFO : Epoch 2014 | loss: 0.0311193 | val_loss: 0.0311519 | Time: 1175.64 ms
[2021-09-11 07:03:57 main:574] : INFO : Epoch 2015 | loss: 0.0311194 | val_loss: 0.0311515 | Time: 1171.08 ms
[2021-09-11 07:03:59 main:574] : INFO : Epoch 2016 | loss: 0.0311194 | val_loss: 0.0311523 | Time: 1176.68 ms
[2021-09-11 07:04:00 main:574] : INFO : Epoch 2017 | loss: 0.0311193 | val_loss: 0.0311497 | Time: 1173.68 ms
[2021-09-11 07:04:01 main:574] : INFO : Epoch 2018 | loss: 0.0311182 | val_loss: 0.0311499 | Time: 1182.23 ms
[2021-09-11 07:04:02 main:574] : INFO : Epoch 2019 | loss: 0.0311206 | val_loss: 0.0311483 | Time: 1167.76 ms
[2021-09-11 07:04:03 main:574] : INFO : Epoch 2020 | loss: 0.0311192 | val_loss: 0.0311491 | Time: 1184.12 ms
[2021-09-11 07:04:04 main:574] : INFO : Epoch 2021 | loss: 0.0311175 | val_loss: 0.0311552 | Time: 1176.87 ms
[2021-09-11 07:04:06 main:574] : INFO : Epoch 2022 | loss: 0.0311168 | val_loss: 0.0311515 | Time: 1179.78 ms
[2021-09-11 07:04:07 main:574] : INFO : Epoch 2023 | loss: 0.031121 | val_loss: 0.0311504 | Time: 1170.4 ms
[2021-09-11 07:04:08 main:574] : INFO : Epoch 2024 | loss: 0.0311236 | val_loss: 0.0311498 | Time: 1177.39 ms
[2021-09-11 07:04:09 main:574] : INFO : Epoch 2025 | loss: 0.0311215 | val_loss: 0.0311477 | Time: 1183.65 ms
[2021-09-11 07:04:10 main:574] : INFO : Epoch 2026 | loss: 0.0311208 | val_loss: 0.0311486 | Time: 1180.43 ms
[2021-09-11 07:04:12 main:574] : INFO : Epoch 2027 | loss: 0.0311254 | val_loss: 0.0311539 | Time: 1169.73 ms
[2021-09-11 07:04:13 main:574] : INFO : Epoch 2028 | loss: 0.0311218 | val_loss: 0.031149 | Time: 1170.63 ms
[2021-09-11 07:04:14 main:574] : INFO : Epoch 2029 | loss: 0.0311218 | val_loss: 0.0311513 | Time: 1175.59 ms
[2021-09-11 07:04:15 main:574] : INFO : Epoch 2030 | loss: 0.0311188 | val_loss: 0.0311464 | Time: 1168.52 ms
[2021-09-11 07:04:16 main:574] : INFO : Epoch 2031 | loss: 0.0311175 | val_loss: 0.0311462 | Time: 1174.46 ms
[2021-09-11 07:04:17 main:574] : INFO : Epoch 2032 | loss: 0.0311169 | val_loss: 0.0311453 | Time: 1177.87 ms
[2021-09-11 07:04:19 main:574] : INFO : Epoch 2033 | loss: 0.0311216 | val_loss: 0.0311544 | Time: 1176.58 ms
[2021-09-11 07:04:20 main:574] : INFO : Epoch 2034 | loss: 0.0311207 | val_loss: 0.0311499 | Time: 1173.66 ms
[2021-09-11 07:04:21 main:574] : INFO : Epoch 2035 | loss: 0.0311219 | val_loss: 0.0311497 | Time: 1176.95 ms
[2021-09-11 07:04:22 main:574] : INFO : Epoch 2036 | loss: 0.0311216 | val_loss: 0.0311507 | Time: 1173.04 ms
[2021-09-11 07:04:23 main:574] : INFO : Epoch 2037 | loss: 0.0311175 | val_loss: 0.0311493 | Time: 1169.11 ms
[2021-09-11 07:04:25 main:574] : INFO : Epoch 2038 | loss: 0.0311158 | val_loss: 0.0311512 | Time: 1177.28 ms
[2021-09-11 07:04:26 main:574] : INFO : Epoch 2039 | loss: 0.0311197 | val_loss: 0.031148 | Time: 1174.1 ms
[2021-09-11 07:04:27 main:574] : INFO : Epoch 2040 | loss: 0.0311185 | val_loss: 0.0311472 | Time: 1178.66 ms
[2021-09-11 07:04:28 main:574] : INFO : Epoch 2041 | loss: 0.0311189 | val_loss: 0.0311581 | Time: 1173.84 ms
[2021-09-11 07:04:29 main:574] : INFO : Epoch 2042 | loss: 0.0311214 | val_loss: 0.0311504 | Time: 1179.95 ms
[2021-09-11 07:04:30 main:574] : INFO : Epoch 2043 | loss: 0.0311224 | val_loss: 0.0311509 | Time: 1174.08 ms
[2021-09-11 07:04:32 main:574] : INFO : Epoch 2044 | loss: 0.0311202 | val_loss: 0.031151 | Time: 1166.93 ms
[2021-09-11 07:04:33 main:574] : INFO : Epoch 2045 | loss: 0.0311193 | val_loss: 0.0311635 | Time: 1170.92 ms
[2021-09-11 07:04:34 main:574] : INFO : Epoch 2046 | loss: 0.0311193 | val_loss: 0.0311524 | Time: 1180.39 ms
[2021-09-11 07:04:35 main:574] : INFO : Epoch 2047 | loss: 0.0311165 | val_loss: 0.0311495 | Time: 1173.47 ms
[2021-09-11 07:04:36 main:574] : INFO : Epoch 2048 | loss: 0.0311158 | val_loss: 0.03115 | Time: 1177.38 ms
[2021-09-11 07:04:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.03115
[2021-09-11 07:04:36 main:603] : INFO : Saving end state to config to file
[2021-09-11 07:04:36 main:608] : INFO : Success, exiting..
07:04:36 (8012): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)